Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

MNG1244

3316c3f3-abbd-5f98-8791-f98483fdd38f

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • ANGIOGENESIS+0.387
  • E2F_TARGETS+0.386
  • CHOLESTEROL_HOMEOSTASIS+0.370
  • ESTROGEN_RESPONSE_EARLY+0.361
  • TNFA_SIGNALING_VIA_NFKB+0.343
  • APICAL_SURFACE+0.336
  • ESTROGEN_RESPONSE_LATE+0.335
  • G2M_CHECKPOINT+0.323
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.317
  • MYOGENESIS+0.311

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.306
  • MYC_TARGETS_V2-0.256
  • INTERFERON_GAMMA_RESPONSE-0.196
  • IL6_JAK_STAT3_SIGNALING-0.167
  • INFLAMMATORY_RESPONSE-0.153
  • PROTEIN_SECRETION-0.144
  • WNT_BETA_CATENIN_SIGNALING-0.144
  • OXIDATIVE_PHOSPHORYLATION-0.136
  • MYC_TARGETS_V1-0.134
  • UNFOLDED_PROTEIN_RESPONSE-0.073

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG223
mng-umap@100
0.810
2s0112232
melanoma-umap@29
0.754
3TCGA-B6-A0RI-01A-11R-A056-07
breast-umap@18
B0.730
4SRR8518205
breast-umap@18
E0.704
5TCGA-CV-6961-01A-21R-1915-07
head-neck@1
0.690
6MBCProject_0006_T3_RNA
breast-umap@18
A0.684
7MNG1272
mng-umap@100
0.679
8R211
bladder-landscape@3
0.669
9TCGA-E9-A1N6-01A-11R-A144-07
breast-umap@18
C0.667
10TCGA-A1-A0SJ-01A-11R-A084-07
breast-umap@18
B0.667

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 35 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.387Remibrutinib— uncovered
E2F_TARGETS0.386Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.370Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.361Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.343Inavolisib— uncovered
APICAL_SURFACE0.336Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.335Idelalisib— uncovered
G2M_CHECKPOINT0.323Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.317Inavolisib— uncovered
MYOGENESIS0.311Inavolisib— uncovered
HEDGEHOG_SIGNALING0.294Inavolisib— uncovered
SPERMATOGENESIS0.268Inavolisib— uncovered
GLYCOLYSIS0.233Inavolisib— uncovered
PANCREAS_BETA_CELLS0.204Cobimetinib— uncovered
UV_RESPONSE_UP0.196Idelalisib— uncovered
HYPOXIA0.194Idelalisib— uncovered
MTORC1_SIGNALING0.183Inavolisib— uncovered
APICAL_JUNCTION0.174Inavolisib— uncovered
TGF_BETA_SIGNALING0.171Inavolisib— uncovered
NOTCH_SIGNALING0.167Inavolisib— uncovered